Triple

T16554269
Position Surface form Disambiguated ID Type / Status
Subject Eugene P. Odum E402151 entity
Predicate authorOf P4244 FINISHED
Object Ecology and Our Endangered Life-Support Systems
Ecology and Our Endangered Life-Support Systems is a seminal environmental science book that explains how ecological principles underpin the planet’s life-support systems and warns of the consequences of human disruption of these systems.
E51417 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ecology and Our Endangered Life-Support Systems | Statement: [Eugene P. Odum, authorOf, Ecology and Our Endangered Life-Support Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ecology and Our Endangered Life-Support Systems
Context triple: [Eugene P. Odum, authorOf, Ecology and Our Endangered Life-Support Systems]
  • A. The human roots of the ecological crisis
    "The human roots of the ecological crisis" is a key chapter in Pope Francis’ encyclical Laudato si’ that analyzes how modern technological, economic, and cultural patterns of human behavior have led to environmental degradation and social injustice.
  • B. The Three Ecologies
    The Three Ecologies is a short philosophical work by Félix Guattari that proposes an expanded notion of ecology encompassing environmental, social, and mental dimensions to address contemporary capitalist and ecological crises.
  • C. Nature’s Services: Societal Dependence on Natural Ecosystems
    "Nature’s Services: Societal Dependence on Natural Ecosystems" is an influential edited volume that synthesizes scientific understanding of ecosystem services and highlights how human societies fundamentally rely on the functions and benefits provided by natural ecosystems.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. Millennium Ecosystem Assessment
    The Millennium Ecosystem Assessment was a major international scientific initiative that evaluated the consequences of ecosystem change for human well-being and provided a framework for action to conserve and sustainably use natural systems.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ecology and Our Endangered Life-Support Systems
Triple: [Eugene P. Odum, authorOf, Ecology and Our Endangered Life-Support Systems]
Generated description
Ecology and Our Endangered Life-Support Systems is a seminal environmental science book that explains how ecological principles underpin the planet’s life-support systems and warns of the consequences of human disruption of these systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ecology and Our Endangered Life-Support Systems
Target entity description: Ecology and Our Endangered Life-Support Systems is a seminal environmental science book that explains how ecological principles underpin the planet’s life-support systems and warns of the consequences of human disruption of these systems.
  • A. The human roots of the ecological crisis
    "The human roots of the ecological crisis" is a key chapter in Pope Francis’ encyclical Laudato si’ that analyzes how modern technological, economic, and cultural patterns of human behavior have led to environmental degradation and social injustice.
  • B. The Three Ecologies
    The Three Ecologies is a short philosophical work by Félix Guattari that proposes an expanded notion of ecology encompassing environmental, social, and mental dimensions to address contemporary capitalist and ecological crises.
  • C. Nature’s Services: Societal Dependence on Natural Ecosystems chosen
    "Nature’s Services: Societal Dependence on Natural Ecosystems" is an influential edited volume that synthesizes scientific understanding of ecosystem services and highlights how human societies fundamentally rely on the functions and benefits provided by natural ecosystems.
  • D. Human Well-Being and the Natural Environment
    "Human Well-Being and the Natural Environment" is an influential book by economist Partha Dasgupta that analyzes how economic development, environmental sustainability, and human welfare are interlinked.
  • E. Millennium Ecosystem Assessment
    The Millennium Ecosystem Assessment was a major international scientific initiative that evaluated the consequences of ecosystem change for human well-being and provided a framework for action to conserve and sustainably use natural systems.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc737ac8190b755e2a39b6ef32b completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067ba4bec81909dfa87bcd2bfa7be completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a00693d373c8190b086f81792491ea0 completed May 10, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0069c89d908190ba028063d6945647 completed May 10, 2026, 11:19 a.m.
Created at: April 10, 2026, 5:15 a.m.